Dataset statistics
| Number of variables | 20 |
|---|---|
| Number of observations | 28132 |
| Missing cells | 10820 |
| Missing cells (%) | 1.9% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 7.2 MiB |
| Average record size in memory | 269.8 B |
Variable types
| NUM | 17 |
|---|---|
| CAT | 2 |
| DATE | 1 |
Code provincia alpha has a high cardinality: 52 distinct values | High cardinality |
value__tmed__min is highly correlated with value__tmed__mean and 4 other fields | High correlation |
value__tmed__mean is highly correlated with value__tmed__min and 7 other fields | High correlation |
value__tmed__max is highly correlated with value__tmed__mean and 5 other fields | High correlation |
value__prec__max is highly correlated with value__prec__mean and 1 other fields | High correlation |
value__prec__mean is highly correlated with value__prec__max | High correlation |
value__prec__std is highly correlated with value__prec__max | High correlation |
value__tmin__mean is highly correlated with value__tmed__mean and 3 other fields | High correlation |
value__tmin__min is highly correlated with value__tmed__mean and 2 other fields | High correlation |
value__tmin__max is highly correlated with value__tmed__mean and 2 other fields | High correlation |
value__tmax__mean is highly correlated with value__tmed__mean and 4 other fields | High correlation |
value__tmax__min is highly correlated with value__tmed__mean and 3 other fields | High correlation |
value__tmax__max is highly correlated with value__tmed__mean and 3 other fields | High correlation |
Code comunidad autónoma alpha is highly correlated with Code provincia alpha | High correlation |
Code provincia alpha is highly correlated with Code comunidad autónoma alpha | High correlation |
value__tmed__std has 2705 (9.6%) missing values | Missing |
value__prec__std has 2705 (9.6%) missing values | Missing |
value__tmin__std has 2705 (9.6%) missing values | Missing |
value__tmax__std has 2705 (9.6%) missing values | Missing |
Code provincia alpha is uniformly distributed | Uniform |
value__prec__sum has 14063 (50.0%) zeros | Zeros |
value__prec__mean has 13878 (49.3%) zeros | Zeros |
value__prec__std has 12120 (43.1%) zeros | Zeros |
value__prec__min has 21078 (74.9%) zeros | Zeros |
value__prec__max has 13878 (49.3%) zeros | Zeros |
Reproduction
| Analysis started | 2021-07-17 17:56:07.659416 |
|---|---|
| Analysis finished | 2021-07-17 17:56:41.383740 |
| Duration | 33.72 seconds |
| Software version | pandas-profiling v2.9.0 |
| Download configuration | config.yaml |
fecha
Date
| Distinct | 541 |
|---|---|
| Distinct (%) | 1.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 439.6 KiB |
| Minimum | 2020-01-01 00:00:00 |
|---|---|
| Maximum | 2021-06-24 00:00:00 |
| Distinct | 52 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 439.6 KiB |
| V | 541 |
|---|---|
| SG | 541 |
| C | 541 |
| AB | 541 |
| CU | 541 |
| Other values (47) |
| Value | Count | Frequency (%) | |
| V | 541 | 1.9% | |
| SG | 541 | 1.9% | |
| C | 541 | 1.9% | |
| AB | 541 | 1.9% | |
| CU | 541 | 1.9% | |
| M | 541 | 1.9% | |
| BA | 541 | 1.9% | |
| LE | 541 | 1.9% | |
| CA | 541 | 1.9% | |
| PM | 541 | 1.9% | |
| ML | 541 | 1.9% | |
| BI | 541 | 1.9% | |
| CR | 541 | 1.9% | |
| SE | 541 | 1.9% | |
| LO | 541 | 1.9% | |
| SO | 541 | 1.9% | |
| CE | 541 | 1.9% | |
| AV | 541 | 1.9% | |
| S | 541 | 1.9% | |
| T | 541 | 1.9% | |
| SA | 541 | 1.9% | |
| A | 541 | 1.9% | |
| VI | 541 | 1.9% | |
| Z | 541 | 1.9% | |
| TF | 541 | 1.9% | |
| Other values (27) | 14607 | 51.9% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 1.75 |
| Min length | 1 |
Most occurring characters
| Value | Count | Frequency (%) | |
| A | 5951 | 12.1% | |
| C | 5410 | 11.0% | |
| S | 4328 | 8.8% | |
| O | 3787 | 7.7% | |
| L | 3246 | 6.6% | |
| U | 3246 | 6.6% | |
| B | 2705 | 5.5% | |
| G | 2705 | 5.5% | |
| M | 2705 | 5.5% | |
| V | 2164 | 4.4% | |
| E | 2164 | 4.4% | |
| T | 2164 | 4.4% | |
| I | 1623 | 3.3% | |
| R | 1623 | 3.3% | |
| P | 1623 | 3.3% | |
| H | 1082 | 2.2% | |
| Z | 1082 | 2.2% | |
| J | 541 | 1.1% | |
| N | 541 | 1.1% | |
| F | 541 | 1.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Uppercase Letter | 49231 | 100.0% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| A | 5951 | 12.1% | |
| C | 5410 | 11.0% | |
| S | 4328 | 8.8% | |
| O | 3787 | 7.7% | |
| L | 3246 | 6.6% | |
| U | 3246 | 6.6% | |
| B | 2705 | 5.5% | |
| G | 2705 | 5.5% | |
| M | 2705 | 5.5% | |
| V | 2164 | 4.4% | |
| E | 2164 | 4.4% | |
| T | 2164 | 4.4% | |
| I | 1623 | 3.3% | |
| R | 1623 | 3.3% | |
| P | 1623 | 3.3% | |
| H | 1082 | 2.2% | |
| Z | 1082 | 2.2% | |
| J | 541 | 1.1% | |
| N | 541 | 1.1% | |
| F | 541 | 1.1% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 49231 | 100.0% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| A | 5951 | 12.1% | |
| C | 5410 | 11.0% | |
| S | 4328 | 8.8% | |
| O | 3787 | 7.7% | |
| L | 3246 | 6.6% | |
| U | 3246 | 6.6% | |
| B | 2705 | 5.5% | |
| G | 2705 | 5.5% | |
| M | 2705 | 5.5% | |
| V | 2164 | 4.4% | |
| E | 2164 | 4.4% | |
| T | 2164 | 4.4% | |
| I | 1623 | 3.3% | |
| R | 1623 | 3.3% | |
| P | 1623 | 3.3% | |
| H | 1082 | 2.2% | |
| Z | 1082 | 2.2% | |
| J | 541 | 1.1% | |
| N | 541 | 1.1% | |
| F | 541 | 1.1% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 49231 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| A | 5951 | 12.1% | |
| C | 5410 | 11.0% | |
| S | 4328 | 8.8% | |
| O | 3787 | 7.7% | |
| L | 3246 | 6.6% | |
| U | 3246 | 6.6% | |
| B | 2705 | 5.5% | |
| G | 2705 | 5.5% | |
| M | 2705 | 5.5% | |
| V | 2164 | 4.4% | |
| E | 2164 | 4.4% | |
| T | 2164 | 4.4% | |
| I | 1623 | 3.3% | |
| R | 1623 | 3.3% | |
| P | 1623 | 3.3% | |
| H | 1082 | 2.2% | |
| Z | 1082 | 2.2% | |
| J | 541 | 1.1% | |
| N | 541 | 1.1% | |
| F | 541 | 1.1% |
| Distinct | 10277 |
|---|---|
| Distinct (%) | 36.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.68626326 |
|---|---|
| Minimum | -7.8 |
| Maximum | 35.4 |
| Zeros | 2 |
| Zeros (%) | < 0.1% |
| Memory size | 439.6 KiB |
Quantile statistics
| Minimum | -7.8 |
|---|---|
| 5-th percentile | 4.5 |
| Q1 | 10.1 |
| median | 14.1 |
| Q3 | 19.38472222 |
| 95-th percentile | 25.85 |
| Maximum | 35.4 |
| Range | 43.2 |
| Interquartile range (IQR) | 9.284722222 |
Descriptive statistics
| Standard deviation | 6.46667032 |
|---|---|
| Coefficient of variation (CV) | 0.4403210131 |
| Kurtosis | -0.4431002291 |
| Mean | 14.68626326 |
| Median Absolute Deviation (MAD) | 4.54 |
| Skewness | 0.1342741406 |
| Sum | 413153.9582 |
| Variance | 41.81782502 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 13 | 73 | 0.3% | |
| 15 | 67 | 0.2% | |
| 11.6 | 60 | 0.2% | |
| 16.2 | 57 | 0.2% | |
| 11 | 56 | 0.2% | |
| 12 | 55 | 0.2% | |
| 10 | 54 | 0.2% | |
| 8.6 | 54 | 0.2% | |
| 14.4 | 54 | 0.2% | |
| 16.4 | 54 | 0.2% | |
| 14.6 | 54 | 0.2% | |
| 17 | 53 | 0.2% | |
| 10.4 | 53 | 0.2% | |
| 12.8 | 53 | 0.2% | |
| 12.4 | 53 | 0.2% | |
| 9 | 53 | 0.2% | |
| 10.5 | 51 | 0.2% | |
| 10.2 | 51 | 0.2% | |
| 13.4 | 51 | 0.2% | |
| 14 | 51 | 0.2% | |
| 15.8 | 50 | 0.2% | |
| 11.5 | 50 | 0.2% | |
| 10.8 | 47 | 0.2% | |
| 18.8 | 47 | 0.2% | |
| 19.2 | 46 | 0.2% | |
| Other values (10252) | 26785 | 95.2% |
| Value | Count | Frequency (%) | |
| -7.8 | 1 | < 0.1% | |
| -6.3 | 1 | < 0.1% | |
| -6.2 | 1 | < 0.1% | |
| -6.125 | 1 | < 0.1% | |
| -6 | 1 | < 0.1% | |
| -5.975 | 1 | < 0.1% | |
| -5.75 | 1 | < 0.1% | |
| -5.525 | 1 | < 0.1% | |
| -5.3 | 1 | < 0.1% | |
| -5.225 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 35.4 | 1 | < 0.1% | |
| 32.8 | 1 | < 0.1% | |
| 32.7 | 1 | < 0.1% | |
| 32.575 | 1 | < 0.1% | |
| 32.525 | 1 | < 0.1% | |
| 32.425 | 1 | < 0.1% | |
| 32.35 | 1 | < 0.1% | |
| 32.3 | 1 | < 0.1% | |
| 32.3 | 1 | < 0.1% | |
| 32.25 | 1 | < 0.1% |
| Distinct | 20820 |
|---|---|
| Distinct (%) | 81.9% |
| Missing | 2705 |
| Missing (%) | 9.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.768801373 |
|---|---|
| Minimum | 0 |
| Maximum | 7.990306627 |
| Zeros | 95 |
| Zeros (%) | 0.3% |
| Memory size | 439.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.3953475238 |
| Q1 | 1.004572878 |
| median | 1.551773179 |
| Q3 | 2.273197871 |
| 95-th percentile | 4.007883897 |
| Maximum | 7.990306627 |
| Range | 7.990306627 |
| Interquartile range (IQR) | 1.268624994 |
Descriptive statistics
| Standard deviation | 1.092408598 |
|---|---|
| Coefficient of variation (CV) | 0.6175982305 |
| Kurtosis | 1.674067433 |
| Mean | 1.768801373 |
| Median Absolute Deviation (MAD) | 0.617492661 |
| Skewness | 1.173941872 |
| Sum | 44975.31252 |
| Variance | 1.193356545 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0.7071067812 | 106 | 0.4% | |
| 0 | 95 | 0.3% | |
| 0.3535533906 | 78 | 0.3% | |
| 1.414213562 | 59 | 0.2% | |
| 0.1414213562 | 57 | 0.2% | |
| 1.060660172 | 56 | 0.2% | |
| 0.5656854249 | 39 | 0.1% | |
| 0.2828427125 | 38 | 0.1% | |
| 0.2828427125 | 36 | 0.1% | |
| 0.2121320344 | 35 | 0.1% | |
| 0.4242640687 | 29 | 0.1% | |
| 0.2828427125 | 26 | 0.1% | |
| 0.4242640687 | 26 | 0.1% | |
| 0.4242640687 | 26 | 0.1% | |
| 0.9899494937 | 25 | 0.1% | |
| 0.07071067812 | 24 | 0.1% | |
| 1.272792206 | 23 | 0.1% | |
| 0.8485281374 | 23 | 0.1% | |
| 2.121320344 | 22 | 0.1% | |
| 0.4242640687 | 22 | 0.1% | |
| 0.1414213562 | 22 | 0.1% | |
| 0.07071067812 | 21 | 0.1% | |
| 0.2828427125 | 21 | 0.1% | |
| 1.767766953 | 20 | 0.1% | |
| 1.555634919 | 19 | 0.1% | |
| Other values (20795) | 24479 | 87.0% | |
| (Missing) | 2705 | 9.6% |
| Value | Count | Frequency (%) | |
| 0 | 95 | 0.3% | |
| 0.02357022604 | 2 | < 0.1% | |
| 0.03535533906 | 1 | < 0.1% | |
| 0.03535533906 | 3 | < 0.1% | |
| 0.03535533906 | 1 | < 0.1% | |
| 0.04040610178 | 1 | < 0.1% | |
| 0.04714045208 | 2 | < 0.1% | |
| 0.04714045208 | 1 | < 0.1% | |
| 0.04714045208 | 1 | < 0.1% | |
| 0.05 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 7.990306627 | 1 | < 0.1% | |
| 7.778174593 | 1 | < 0.1% | |
| 7.596271015 | 1 | < 0.1% | |
| 7.511990415 | 1 | < 0.1% | |
| 7.495331881 | 1 | < 0.1% | |
| 7.393860065 | 1 | < 0.1% | |
| 7.365403361 | 1 | < 0.1% | |
| 7.353910524 | 2 | < 0.1% | |
| 7.283199846 | 1 | < 0.1% | |
| 7.283199846 | 1 | < 0.1% |
| Distinct | 2205 |
|---|---|
| Distinct (%) | 7.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.62348393 |
|---|---|
| Minimum | -15.2 |
| Maximum | 35.4 |
| Zeros | 47 |
| Zeros (%) | 0.2% |
| Memory size | 439.6 KiB |
Quantile statistics
| Minimum | -15.2 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 7.879166667 |
| median | 12 |
| Q3 | 17.6 |
| 95-th percentile | 24.4 |
| Maximum | 35.4 |
| Range | 50.6 |
| Interquartile range (IQR) | 9.720833333 |
Descriptive statistics
| Standard deviation | 6.832133445 |
|---|---|
| Coefficient of variation (CV) | 0.5412240774 |
| Kurtosis | -0.3837962977 |
| Mean | 12.62348393 |
| Median Absolute Deviation (MAD) | 4.8 |
| Skewness | 0.1142410977 |
| Sum | 355123.85 |
| Variance | 46.67804742 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 11.4 | 247 | 0.9% | |
| 11.6 | 244 | 0.9% | |
| 10.6 | 229 | 0.8% | |
| 11 | 226 | 0.8% | |
| 10.4 | 225 | 0.8% | |
| 13 | 223 | 0.8% | |
| 9.2 | 221 | 0.8% | |
| 10.8 | 218 | 0.8% | |
| 9 | 217 | 0.8% | |
| 8.2 | 216 | 0.8% | |
| 10 | 215 | 0.8% | |
| 11.2 | 214 | 0.8% | |
| 9.6 | 214 | 0.8% | |
| 9.4 | 213 | 0.8% | |
| 7 | 211 | 0.8% | |
| 12.6 | 204 | 0.7% | |
| 8.8 | 200 | 0.7% | |
| 12.2 | 199 | 0.7% | |
| 10.2 | 197 | 0.7% | |
| 13.8 | 196 | 0.7% | |
| 9.8 | 195 | 0.7% | |
| 8.4 | 194 | 0.7% | |
| 8.6 | 194 | 0.7% | |
| 7.6 | 192 | 0.7% | |
| 12 | 192 | 0.7% | |
| Other values (2180) | 22836 | 81.2% |
| Value | Count | Frequency (%) | |
| -15.2 | 1 | < 0.1% | |
| -13.3 | 1 | < 0.1% | |
| -12.3 | 1 | < 0.1% | |
| -11.8 | 1 | < 0.1% | |
| -10.8 | 1 | < 0.1% | |
| -10.4 | 1 | < 0.1% | |
| -9.4 | 1 | < 0.1% | |
| -9.3 | 1 | < 0.1% | |
| -9.1 | 1 | < 0.1% | |
| -9 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 35.4 | 1 | < 0.1% | |
| 32.8 | 1 | < 0.1% | |
| 32.3 | 1 | < 0.1% | |
| 32.2 | 2 | < 0.1% | |
| 31.9 | 1 | < 0.1% | |
| 31.8 | 1 | < 0.1% | |
| 31.6 | 1 | < 0.1% | |
| 31.4 | 3 | < 0.1% | |
| 31.3 | 1 | < 0.1% | |
| 31.2 | 2 | < 0.1% |
| Distinct | 2070 |
|---|---|
| Distinct (%) | 7.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16.22253839 |
|---|---|
| Minimum | -6.2 |
| Maximum | 35.4 |
| Zeros | 6 |
| Zeros (%) | < 0.1% |
| Memory size | 439.6 KiB |
Quantile statistics
| Minimum | -6.2 |
|---|---|
| 5-th percentile | 6 |
| Q1 | 11.6 |
| median | 15.6 |
| Q3 | 20.9 |
| 95-th percentile | 27.4 |
| Maximum | 35.4 |
| Range | 41.6 |
| Interquartile range (IQR) | 9.3 |
Descriptive statistics
| Standard deviation | 6.49592884 |
|---|---|
| Coefficient of variation (CV) | 0.4004261654 |
| Kurtosis | -0.4420963596 |
| Mean | 16.22253839 |
| Median Absolute Deviation (MAD) | 4.533333333 |
| Skewness | 0.1365259204 |
| Sum | 456372.45 |
| Variance | 42.1970915 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 14.4 | 251 | 0.9% | |
| 15 | 248 | 0.9% | |
| 12.2 | 243 | 0.9% | |
| 15.6 | 237 | 0.8% | |
| 14 | 235 | 0.8% | |
| 14.6 | 234 | 0.8% | |
| 13.2 | 233 | 0.8% | |
| 12.8 | 220 | 0.8% | |
| 15.4 | 219 | 0.8% | |
| 15.2 | 218 | 0.8% | |
| 12.4 | 217 | 0.8% | |
| 13.8 | 215 | 0.8% | |
| 13 | 214 | 0.8% | |
| 12.6 | 212 | 0.8% | |
| 16.4 | 212 | 0.8% | |
| 11.6 | 212 | 0.8% | |
| 13.6 | 210 | 0.7% | |
| 14.2 | 210 | 0.7% | |
| 15.8 | 210 | 0.7% | |
| 11.4 | 207 | 0.7% | |
| 12 | 205 | 0.7% | |
| 16 | 205 | 0.7% | |
| 13.4 | 204 | 0.7% | |
| 14.8 | 192 | 0.7% | |
| 16.6 | 192 | 0.7% | |
| Other values (2045) | 22677 | 80.6% |
| Value | Count | Frequency (%) | |
| -6.2 | 1 | < 0.1% | |
| -6 | 1 | < 0.1% | |
| -5.65 | 1 | < 0.1% | |
| -5.1 | 1 | < 0.1% | |
| -4.55 | 1 | < 0.1% | |
| -4 | 1 | < 0.1% | |
| -3.6 | 1 | < 0.1% | |
| -3.45 | 1 | < 0.1% | |
| -3.4 | 1 | < 0.1% | |
| -3.1 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 35.4 | 1 | < 0.1% | |
| 34.6 | 2 | < 0.1% | |
| 34.3 | 1 | < 0.1% | |
| 34.2 | 1 | < 0.1% | |
| 34 | 1 | < 0.1% | |
| 33.9 | 1 | < 0.1% | |
| 33.8 | 1 | < 0.1% | |
| 33.6 | 1 | < 0.1% | |
| 33.4 | 4 | < 0.1% | |
| 33.2 | 8 | < 0.1% |
| Distinct | 3098 |
|---|---|
| Distinct (%) | 11.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.987256505 |
|---|---|
| Minimum | 0 |
| Maximum | 709.6 |
| Zeros | 14063 |
| Zeros (%) | 50.0% |
| Memory size | 439.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.01666666667 |
| Q3 | 4.2 |
| 95-th percentile | 42.7 |
| Maximum | 709.6 |
| Range | 709.6 |
| Interquartile range (IQR) | 4.2 |
Descriptive statistics
| Standard deviation | 24.49519829 |
|---|---|
| Coefficient of variation (CV) | 3.066784981 |
| Kurtosis | 95.50916376 |
| Mean | 7.987256505 |
| Median Absolute Deviation (MAD) | 0.01666666667 |
| Skewness | 7.481379648 |
| Sum | 224697.5 |
| Variance | 600.0147392 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 14063 | 50.0% | |
| 0.2 | 850 | 3.0% | |
| 0.1 | 720 | 2.6% | |
| 0.4 | 413 | 1.5% | |
| 0.8 | 194 | 0.7% | |
| 0.6 | 189 | 0.7% | |
| 0.5 | 174 | 0.6% | |
| 1 | 162 | 0.6% | |
| 0.3 | 154 | 0.5% | |
| 1.6 | 114 | 0.4% | |
| 1.2 | 112 | 0.4% | |
| 0.3 | 102 | 0.4% | |
| 1.4 | 102 | 0.4% | |
| 2 | 100 | 0.4% | |
| 0.7 | 95 | 0.3% | |
| 2.2 | 92 | 0.3% | |
| 0.6 | 80 | 0.3% | |
| 1.5 | 80 | 0.3% | |
| 1.1 | 77 | 0.3% | |
| 1.8 | 75 | 0.3% | |
| 3.2 | 72 | 0.3% | |
| 2.4 | 69 | 0.2% | |
| 3 | 66 | 0.2% | |
| 2.6 | 66 | 0.2% | |
| 4.2 | 65 | 0.2% | |
| Other values (3073) | 9846 | 35.0% |
| Value | Count | Frequency (%) | |
| 0 | 14063 | 50.0% | |
| 0.01666666667 | 22 | 0.1% | |
| 0.01666666667 | 18 | 0.1% | |
| 0.03333333333 | 39 | 0.1% | |
| 0.03333333333 | 18 | 0.1% | |
| 0.03333333333 | 30 | 0.1% | |
| 0.05 | 5 | < 0.1% | |
| 0.05 | 2 | < 0.1% | |
| 0.05 | 40 | 0.1% | |
| 0.05 | 5 | < 0.1% |
| Value | Count | Frequency (%) | |
| 709.6 | 1 | < 0.1% | |
| 541.9 | 1 | < 0.1% | |
| 516.4 | 1 | < 0.1% | |
| 467.5 | 1 | < 0.1% | |
| 457.7 | 1 | < 0.1% | |
| 430.3333333 | 1 | < 0.1% | |
| 414.4 | 1 | < 0.1% | |
| 395.1 | 1 | < 0.1% | |
| 394.3 | 1 | < 0.1% | |
| 391.9 | 1 | < 0.1% |
| Distinct | 4743 |
|---|---|
| Distinct (%) | 16.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.847380057 |
|---|---|
| Minimum | 0 |
| Maximum | 134.2 |
| Zeros | 13878 |
| Zeros (%) | 49.3% |
| Memory size | 439.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.01 |
| Q3 | 1.225 |
| 95-th percentile | 10.23761905 |
| Maximum | 134.2 |
| Range | 134.2 |
| Interquartile range (IQR) | 1.225 |
Descriptive statistics
| Standard deviation | 4.836977506 |
|---|---|
| Coefficient of variation (CV) | 2.618290421 |
| Kurtosis | 56.39655216 |
| Mean | 1.847380057 |
| Median Absolute Deviation (MAD) | 0.01 |
| Skewness | 5.637200281 |
| Sum | 51970.49575 |
| Variance | 23.3963514 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 13878 | 49.3% | |
| 0.05 | 268 | 1.0% | |
| 0.1 | 262 | 0.9% | |
| 0.2 | 234 | 0.8% | |
| 0.025 | 222 | 0.8% | |
| 0.03333333333 | 181 | 0.6% | |
| 0.06666666667 | 165 | 0.6% | |
| 0.04 | 150 | 0.5% | |
| 0.4 | 146 | 0.5% | |
| 0.02 | 141 | 0.5% | |
| 0.6 | 117 | 0.4% | |
| 0.01666666667 | 114 | 0.4% | |
| 0.1333333333 | 100 | 0.4% | |
| 0.3 | 90 | 0.3% | |
| 0.5 | 84 | 0.3% | |
| 1 | 83 | 0.3% | |
| 0.8 | 65 | 0.2% | |
| 1.2 | 63 | 0.2% | |
| 1.6 | 63 | 0.2% | |
| 0.25 | 62 | 0.2% | |
| 0.08 | 61 | 0.2% | |
| 0.01 | 58 | 0.2% | |
| 0.125 | 55 | 0.2% | |
| 0.2666666667 | 51 | 0.2% | |
| 0.075 | 49 | 0.2% | |
| Other values (4718) | 11370 | 40.4% |
| Value | Count | Frequency (%) | |
| 0 | 13878 | 49.3% | |
| 0.001515151515 | 1 | < 0.1% | |
| 0.001666666667 | 2 | < 0.1% | |
| 0.002083333333 | 1 | < 0.1% | |
| 0.002380952381 | 1 | < 0.1% | |
| 0.002777777778 | 2 | < 0.1% | |
| 0.002777777778 | 4 | < 0.1% | |
| 0.00303030303 | 1 | < 0.1% | |
| 0.003333333333 | 2 | < 0.1% | |
| 0.003333333333 | 5 | < 0.1% |
| Value | Count | Frequency (%) | |
| 134.2 | 1 | < 0.1% | |
| 78.84444444 | 1 | < 0.1% | |
| 74.025 | 1 | < 0.1% | |
| 73.77142857 | 1 | < 0.1% | |
| 73.35 | 1 | < 0.1% | |
| 65.14 | 1 | < 0.1% | |
| 63.16666667 | 1 | < 0.1% | |
| 61.525 | 1 | < 0.1% | |
| 61.47619048 | 1 | < 0.1% | |
| 59.15 | 1 | < 0.1% |
| Distinct | 8793 |
|---|---|
| Distinct (%) | 34.6% |
| Missing | 2705 |
| Missing (%) | 9.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.324181887 |
|---|---|
| Minimum | 0 |
| Maximum | 73.6805266 |
| Zeros | 12120 |
| Zeros (%) | 43.1% |
| Memory size | 439.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.04082482905 |
| Q3 | 1.11835513 |
| 95-th percentile | 6.928734316 |
| Maximum | 73.6805266 |
| Range | 73.6805266 |
| Interquartile range (IQR) | 1.11835513 |
Descriptive statistics
| Standard deviation | 3.268668411 |
|---|---|
| Coefficient of variation (CV) | 2.46844368 |
| Kurtosis | 58.25060854 |
| Mean | 1.324181887 |
| Median Absolute Deviation (MAD) | 0.04082482905 |
| Skewness | 5.799194228 |
| Sum | 33669.97285 |
| Variance | 10.68419318 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 12120 | 43.1% | |
| 0.1 | 244 | 0.9% | |
| 0.05 | 211 | 0.8% | |
| 0.1154700538 | 144 | 0.5% | |
| 0.0894427191 | 112 | 0.4% | |
| 0.1414213562 | 105 | 0.4% | |
| 0.05773502692 | 103 | 0.4% | |
| 0.04472135955 | 102 | 0.4% | |
| 0.2 | 91 | 0.3% | |
| 0.04082482905 | 68 | 0.2% | |
| 0.2309401077 | 50 | 0.2% | |
| 0.07071067812 | 50 | 0.2% | |
| 0.08164965809 | 48 | 0.2% | |
| 0.09574271078 | 47 | 0.2% | |
| 0.3535533906 | 44 | 0.2% | |
| 0.4 | 41 | 0.1% | |
| 0.1788854382 | 39 | 0.1% | |
| 0.0377964473 | 38 | 0.1% | |
| 0.0316227766 | 36 | 0.1% | |
| 0.2828427125 | 34 | 0.1% | |
| 0.03333333333 | 34 | 0.1% | |
| 0.2828427125 | 34 | 0.1% | |
| 0.3464101615 | 33 | 0.1% | |
| 0.0894427191 | 32 | 0.1% | |
| 0.15 | 31 | 0.1% | |
| Other values (8768) | 11536 | 41.0% | |
| (Missing) | 2705 | 9.6% |
| Value | Count | Frequency (%) | |
| 0 | 12120 | 43.1% | |
| 0.002438299245 | 1 | < 0.1% | |
| 0.004876598491 | 1 | < 0.1% | |
| 0.005025189076 | 1 | < 0.1% | |
| 0.005270462767 | 2 | < 0.1% | |
| 0.00589255651 | 1 | < 0.1% | |
| 0.006299407883 | 1 | < 0.1% | |
| 0.006487491201 | 1 | < 0.1% | |
| 0.006804138174 | 4 | < 0.1% | |
| 0.006804138174 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 73.6805266 | 1 | < 0.1% | |
| 64.77098116 | 1 | < 0.1% | |
| 61.50136051 | 1 | < 0.1% | |
| 57.74742418 | 1 | < 0.1% | |
| 54.97092413 | 1 | < 0.1% | |
| 52.94729185 | 1 | < 0.1% | |
| 49.32219442 | 1 | < 0.1% | |
| 47.61672375 | 1 | < 0.1% | |
| 43.56010216 | 1 | < 0.1% | |
| 42.88541322 | 1 | < 0.1% |
| Distinct | 813 |
|---|---|
| Distinct (%) | 2.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.8372956064 |
|---|---|
| Minimum | 0 |
| Maximum | 134.2 |
| Zeros | 21078 |
| Zeros (%) | 74.9% |
| Memory size | 439.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.02976190476 |
| 95-th percentile | 5 |
| Maximum | 134.2 |
| Range | 134.2 |
| Interquartile range (IQR) | 0.02976190476 |
Descriptive statistics
| Standard deviation | 3.089758114 |
|---|---|
| Coefficient of variation (CV) | 3.690164012 |
| Kurtosis | 180.1340599 |
| Mean | 0.8372956064 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 8.984302494 |
| Sum | 23554.8 |
| Variance | 9.546605205 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 21078 | 74.9% | |
| 0.2 | 634 | 2.3% | |
| 0.4 | 360 | 1.3% | |
| 0.1 | 325 | 1.2% | |
| 0.6 | 235 | 0.8% | |
| 0.8 | 196 | 0.7% | |
| 1 | 196 | 0.7% | |
| 0.3 | 142 | 0.5% | |
| 1.2 | 133 | 0.5% | |
| 1.6 | 123 | 0.4% | |
| 0.5 | 114 | 0.4% | |
| 2 | 110 | 0.4% | |
| 1.4 | 106 | 0.4% | |
| 1.8 | 91 | 0.3% | |
| 2.2 | 90 | 0.3% | |
| 0.7 | 87 | 0.3% | |
| 3 | 77 | 0.3% | |
| 2.6 | 74 | 0.3% | |
| 2.4 | 70 | 0.2% | |
| 2.8 | 64 | 0.2% | |
| 4.2 | 57 | 0.2% | |
| 1.5 | 57 | 0.2% | |
| 3.2 | 56 | 0.2% | |
| 5 | 55 | 0.2% | |
| 0.9 | 55 | 0.2% | |
| Other values (788) | 3547 | 12.6% |
| Value | Count | Frequency (%) | |
| 0 | 21078 | 74.9% | |
| 0.01666666667 | 6 | < 0.1% | |
| 0.01666666667 | 12 | < 0.1% | |
| 0.01666666667 | 1 | < 0.1% | |
| 0.025 | 1 | < 0.1% | |
| 0.02857142857 | 1 | < 0.1% | |
| 0.03333333333 | 23 | 0.1% | |
| 0.03333333333 | 12 | < 0.1% | |
| 0.03333333333 | 25 | 0.1% | |
| 0.03333333333 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 134.2 | 1 | < 0.1% | |
| 58.8 | 1 | < 0.1% | |
| 58.2 | 1 | < 0.1% | |
| 53.3 | 1 | < 0.1% | |
| 49.36666667 | 1 | < 0.1% | |
| 47.6 | 1 | < 0.1% | |
| 45.6 | 1 | < 0.1% | |
| 44.6 | 1 | < 0.1% | |
| 43.1 | 1 | < 0.1% | |
| 42.7 | 1 | < 0.1% |
| Distinct | 1677 |
|---|---|
| Distinct (%) | 6.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.460870183 |
|---|---|
| Minimum | 0 |
| Maximum | 177.8 |
| Zeros | 13878 |
| Zeros (%) | 49.3% |
| Memory size | 439.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.05 |
| Q3 | 2.8 |
| 95-th percentile | 18.6 |
| Maximum | 177.8 |
| Range | 177.8 |
| Interquartile range (IQR) | 2.8 |
Descriptive statistics
| Standard deviation | 8.605465916 |
|---|---|
| Coefficient of variation (CV) | 2.486503526 |
| Kurtosis | 48.44477366 |
| Mean | 3.460870183 |
| Median Absolute Deviation (MAD) | 0.05 |
| Skewness | 5.401623613 |
| Sum | 97361.2 |
| Variance | 74.05404363 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 13878 | 49.3% | |
| 0.2 | 1080 | 3.8% | |
| 0.1 | 814 | 2.9% | |
| 0.4 | 476 | 1.7% | |
| 0.6 | 336 | 1.2% | |
| 0.8 | 274 | 1.0% | |
| 1 | 221 | 0.8% | |
| 1.2 | 206 | 0.7% | |
| 1.6 | 193 | 0.7% | |
| 0.3 | 191 | 0.7% | |
| 1.4 | 186 | 0.7% | |
| 0.5 | 154 | 0.5% | |
| 2 | 151 | 0.5% | |
| 2.2 | 145 | 0.5% | |
| 1.8 | 142 | 0.5% | |
| 2.6 | 130 | 0.5% | |
| 2.4 | 126 | 0.4% | |
| 3.2 | 115 | 0.4% | |
| 3 | 114 | 0.4% | |
| 0.7 | 104 | 0.4% | |
| 4 | 101 | 0.4% | |
| 2.8 | 99 | 0.4% | |
| 5.8 | 88 | 0.3% | |
| 4.8 | 87 | 0.3% | |
| 0.9 | 86 | 0.3% | |
| Other values (1652) | 8635 | 30.7% |
| Value | Count | Frequency (%) | |
| 0 | 13878 | 49.3% | |
| 0.01666666667 | 23 | 0.1% | |
| 0.01666666667 | 23 | 0.1% | |
| 0.01666666667 | 1 | < 0.1% | |
| 0.025 | 2 | < 0.1% | |
| 0.02857142857 | 1 | < 0.1% | |
| 0.03333333333 | 46 | 0.2% | |
| 0.03333333333 | 23 | 0.1% | |
| 0.03333333333 | 34 | 0.1% | |
| 0.03333333333 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 177.8 | 1 | < 0.1% | |
| 165.8 | 1 | < 0.1% | |
| 150 | 1 | < 0.1% | |
| 140.6 | 1 | < 0.1% | |
| 138.1666667 | 1 | < 0.1% | |
| 134.2 | 1 | < 0.1% | |
| 129.8 | 1 | < 0.1% | |
| 124 | 1 | < 0.1% | |
| 113.2 | 1 | < 0.1% | |
| 110.5333333 | 1 | < 0.1% |
| Distinct | 10208 |
|---|---|
| Distinct (%) | 36.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.336979066 |
|---|---|
| Minimum | -17.53333333 |
| Maximum | 31.8 |
| Zeros | 18 |
| Zeros (%) | 0.1% |
| Memory size | 439.6 KiB |
Quantile statistics
| Minimum | -17.53333333 |
|---|---|
| 5-th percentile | -0.6666666667 |
| Q1 | 4.975 |
| median | 9.175 |
| Q3 | 13.8 |
| 95-th percentile | 19.73333333 |
| Maximum | 31.8 |
| Range | 49.33333333 |
| Interquartile range (IQR) | 8.825 |
Descriptive statistics
| Standard deviation | 6.154699084 |
|---|---|
| Coefficient of variation (CV) | 0.6591745618 |
| Kurtosis | -0.4499099234 |
| Mean | 9.336979066 |
| Median Absolute Deviation (MAD) | 4.419949495 |
| Skewness | 7.249209527e-05 |
| Sum | 262667.8951 |
| Variance | 37.88032082 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 6.5 | 53 | 0.2% | |
| 12 | 51 | 0.2% | |
| 10.3 | 51 | 0.2% | |
| 8.5 | 50 | 0.2% | |
| 7.3 | 49 | 0.2% | |
| 5.8 | 49 | 0.2% | |
| 7 | 48 | 0.2% | |
| 10 | 47 | 0.2% | |
| 10.1 | 47 | 0.2% | |
| 8.4 | 46 | 0.2% | |
| 6.7 | 46 | 0.2% | |
| 7.9 | 45 | 0.2% | |
| 13 | 45 | 0.2% | |
| 10.5 | 44 | 0.2% | |
| 9.2 | 44 | 0.2% | |
| 4.5 | 44 | 0.2% | |
| 11.4 | 43 | 0.2% | |
| 7.1 | 43 | 0.2% | |
| 9 | 43 | 0.2% | |
| 11.5 | 43 | 0.2% | |
| 10.4 | 43 | 0.2% | |
| 8.1 | 42 | 0.1% | |
| 12.5 | 42 | 0.1% | |
| 6.3 | 42 | 0.1% | |
| 10.2 | 42 | 0.1% | |
| Other values (10183) | 26990 | 95.9% |
| Value | Count | Frequency (%) | |
| -17.53333333 | 1 | < 0.1% | |
| -14.23333333 | 1 | < 0.1% | |
| -13.66666667 | 1 | < 0.1% | |
| -13.6 | 1 | < 0.1% | |
| -13.175 | 1 | < 0.1% | |
| -11.75 | 1 | < 0.1% | |
| -11.35 | 1 | < 0.1% | |
| -10.8 | 1 | < 0.1% | |
| -10.475 | 1 | < 0.1% | |
| -9.95 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 31.8 | 1 | < 0.1% | |
| 27.6 | 1 | < 0.1% | |
| 27.4 | 1 | < 0.1% | |
| 26.4 | 1 | < 0.1% | |
| 26.2 | 1 | < 0.1% | |
| 25.325 | 1 | < 0.1% | |
| 25.3 | 1 | < 0.1% | |
| 25.2 | 1 | < 0.1% | |
| 25 | 2 | < 0.1% | |
| 24.92 | 1 | < 0.1% |
| Distinct | 20531 |
|---|---|
| Distinct (%) | 80.7% |
| Missing | 2705 |
| Missing (%) | 9.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.093874788 |
|---|---|
| Minimum | 0 |
| Maximum | 10.10428952 |
| Zeros | 52 |
| Zeros (%) | 0.2% |
| Memory size | 439.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.4949747468 |
| Q1 | 1.272792206 |
| median | 1.974335331 |
| Q3 | 2.748791942 |
| 95-th percentile | 4.19150813 |
| Maximum | 10.10428952 |
| Range | 10.10428952 |
| Interquartile range (IQR) | 1.475999736 |
Descriptive statistics
| Standard deviation | 1.133405327 |
|---|---|
| Coefficient of variation (CV) | 0.541295656 |
| Kurtosis | 1.27369621 |
| Mean | 2.093874788 |
| Median Absolute Deviation (MAD) | 0.7342928579 |
| Skewness | 0.8184927671 |
| Sum | 53240.95424 |
| Variance | 1.284607635 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0.3535533906 | 90 | 0.3% | |
| 0.7071067812 | 83 | 0.3% | |
| 0 | 52 | 0.2% | |
| 1.060660172 | 45 | 0.2% | |
| 1.414213562 | 43 | 0.2% | |
| 0.1414213562 | 41 | 0.1% | |
| 1.767766953 | 34 | 0.1% | |
| 0.2121320344 | 32 | 0.1% | |
| 0.5656854249 | 28 | 0.1% | |
| 2.121320344 | 27 | 0.1% | |
| 0.2828427125 | 27 | 0.1% | |
| 0.5656854249 | 25 | 0.1% | |
| 0.2828427125 | 25 | 0.1% | |
| 0.4949747468 | 24 | 0.1% | |
| 0.9192388155 | 24 | 0.1% | |
| 0.8485281374 | 23 | 0.1% | |
| 0.07071067812 | 21 | 0.1% | |
| 1.272792206 | 21 | 0.1% | |
| 0.4242640687 | 21 | 0.1% | |
| 0.7778174593 | 21 | 0.1% | |
| 1.202081528 | 20 | 0.1% | |
| 1.202081528 | 19 | 0.1% | |
| 2.333452378 | 19 | 0.1% | |
| 0.4949747468 | 19 | 0.1% | |
| 0.4242640687 | 18 | 0.1% | |
| Other values (20506) | 24625 | 87.5% | |
| (Missing) | 2705 | 9.6% |
| Value | Count | Frequency (%) | |
| 0 | 52 | 0.2% | |
| 0.04040610178 | 1 | < 0.1% | |
| 0.04714045208 | 1 | < 0.1% | |
| 0.05773502692 | 2 | < 0.1% | |
| 0.05773502692 | 1 | < 0.1% | |
| 0.05773502692 | 1 | < 0.1% | |
| 0.07071067812 | 4 | < 0.1% | |
| 0.07071067812 | 17 | 0.1% | |
| 0.07071067812 | 10 | < 0.1% | |
| 0.07071067812 | 3 | < 0.1% |
| Value | Count | Frequency (%) | |
| 10.10428952 | 1 | < 0.1% | |
| 10.08949949 | 1 | < 0.1% | |
| 10.05967196 | 1 | < 0.1% | |
| 9.647236219 | 1 | < 0.1% | |
| 9.570919496 | 1 | < 0.1% | |
| 9.290631482 | 1 | < 0.1% | |
| 8.990717435 | 1 | < 0.1% | |
| 8.466581364 | 1 | < 0.1% | |
| 8.438947407 | 1 | < 0.1% | |
| 8.297676095 | 1 | < 0.1% |
| Distinct | 2433 |
|---|---|
| Distinct (%) | 8.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.931158467 |
|---|---|
| Minimum | -25.2 |
| Maximum | 31.8 |
| Zeros | 124 |
| Zeros (%) | 0.4% |
| Memory size | 439.6 KiB |
Quantile statistics
| Minimum | -25.2 |
|---|---|
| 5-th percentile | -3 |
| Q1 | 2.3 |
| median | 6.7 |
| Q3 | 11.5 |
| 95-th percentile | 17.6 |
| Maximum | 31.8 |
| Range | 57 |
| Interquartile range (IQR) | 9.2 |
Descriptive statistics
| Standard deviation | 6.364344529 |
|---|---|
| Coefficient of variation (CV) | 0.9182223374 |
| Kurtosis | -0.3055577776 |
| Mean | 6.931158467 |
| Median Absolute Deviation (MAD) | 4.6 |
| Skewness | 0.04894972211 |
| Sum | 194987.35 |
| Variance | 40.50488128 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 4.5 | 162 | 0.6% | |
| 6.7 | 159 | 0.6% | |
| 4.3 | 157 | 0.6% | |
| 7.2 | 154 | 0.5% | |
| 5.7 | 152 | 0.5% | |
| 2.6 | 151 | 0.5% | |
| 6.6 | 151 | 0.5% | |
| 7.6 | 150 | 0.5% | |
| 6.3 | 150 | 0.5% | |
| 5.3 | 149 | 0.5% | |
| 5 | 148 | 0.5% | |
| 5.2 | 145 | 0.5% | |
| 3.8 | 145 | 0.5% | |
| 9 | 144 | 0.5% | |
| 3.3 | 144 | 0.5% | |
| 7.3 | 144 | 0.5% | |
| 6.4 | 143 | 0.5% | |
| 5.8 | 142 | 0.5% | |
| 2.1 | 142 | 0.5% | |
| 6.2 | 141 | 0.5% | |
| 6.5 | 141 | 0.5% | |
| 4.2 | 140 | 0.5% | |
| 6.1 | 140 | 0.5% | |
| 9.4 | 139 | 0.5% | |
| 3.9 | 139 | 0.5% | |
| Other values (2408) | 24460 | 86.9% |
| Value | Count | Frequency (%) | |
| -25.2 | 1 | < 0.1% | |
| -22 | 1 | < 0.1% | |
| -21.6 | 1 | < 0.1% | |
| -21.3 | 1 | < 0.1% | |
| -19.9 | 1 | < 0.1% | |
| -19.1 | 1 | < 0.1% | |
| -18.5 | 1 | < 0.1% | |
| -18 | 1 | < 0.1% | |
| -17.4 | 1 | < 0.1% | |
| -16.5 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 31.8 | 1 | < 0.1% | |
| 27.6 | 1 | < 0.1% | |
| 27.4 | 1 | < 0.1% | |
| 26.4 | 1 | < 0.1% | |
| 26.2 | 1 | < 0.1% | |
| 25.3 | 1 | < 0.1% | |
| 25.2 | 1 | < 0.1% | |
| 25 | 2 | < 0.1% | |
| 24.9 | 1 | < 0.1% | |
| 24.8 | 3 | < 0.1% |
| Distinct | 2183 |
|---|---|
| Distinct (%) | 7.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.22898656 |
|---|---|
| Minimum | -10.6 |
| Maximum | 31.8 |
| Zeros | 50 |
| Zeros (%) | 0.2% |
| Memory size | 439.6 KiB |
Quantile statistics
| Minimum | -10.6 |
|---|---|
| 5-th percentile | 0.9 |
| Q1 | 6.9 |
| median | 11.1 |
| Q3 | 15.7 |
| 95-th percentile | 21.7 |
| Maximum | 31.8 |
| Range | 42.4 |
| Interquartile range (IQR) | 8.8 |
Descriptive statistics
| Standard deviation | 6.206698536 |
|---|---|
| Coefficient of variation (CV) | 0.5527389761 |
| Kurtosis | -0.4513249714 |
| Mean | 11.22898656 |
| Median Absolute Deviation (MAD) | 4.4 |
| Skewness | -0.02440409222 |
| Sum | 315893.85 |
| Variance | 38.52310671 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 10.2 | 166 | 0.6% | |
| 10 | 164 | 0.6% | |
| 11 | 163 | 0.6% | |
| 10.3 | 161 | 0.6% | |
| 9.6 | 160 | 0.6% | |
| 9.9 | 159 | 0.6% | |
| 11.4 | 159 | 0.6% | |
| 11.2 | 157 | 0.6% | |
| 8.5 | 157 | 0.6% | |
| 9 | 157 | 0.6% | |
| 10.6 | 155 | 0.6% | |
| 8.6 | 153 | 0.5% | |
| 9.8 | 153 | 0.5% | |
| 11.5 | 151 | 0.5% | |
| 12.5 | 151 | 0.5% | |
| 9.1 | 150 | 0.5% | |
| 9.3 | 149 | 0.5% | |
| 10.8 | 149 | 0.5% | |
| 8.4 | 148 | 0.5% | |
| 10.5 | 148 | 0.5% | |
| 8.2 | 147 | 0.5% | |
| 10.1 | 147 | 0.5% | |
| 12 | 147 | 0.5% | |
| 14.6 | 146 | 0.5% | |
| 12.2 | 146 | 0.5% | |
| Other values (2158) | 24289 | 86.3% |
| Value | Count | Frequency (%) | |
| -10.6 | 1 | < 0.1% | |
| -9.5 | 1 | < 0.1% | |
| -9 | 2 | < 0.1% | |
| -8.9 | 1 | < 0.1% | |
| -8.5 | 1 | < 0.1% | |
| -8 | 1 | < 0.1% | |
| -7.8 | 1 | < 0.1% | |
| -7.7 | 2 | < 0.1% | |
| -7.6 | 1 | < 0.1% | |
| -7.4 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 31.8 | 1 | < 0.1% | |
| 29 | 1 | < 0.1% | |
| 27.8 | 1 | < 0.1% | |
| 27.6 | 1 | < 0.1% | |
| 27.5 | 1 | < 0.1% | |
| 27.4 | 1 | < 0.1% | |
| 27.2 | 3 | < 0.1% | |
| 27.1 | 1 | < 0.1% | |
| 27 | 2 | < 0.1% | |
| 26.9 | 2 | < 0.1% |
| Distinct | 10800 |
|---|---|
| Distinct (%) | 38.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20.03541409 |
|---|---|
| Minimum | -5.1 |
| Maximum | 42.275 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 439.6 KiB |
Quantile statistics
| Minimum | -5.1 |
|---|---|
| 5-th percentile | 8.7 |
| Q1 | 14.95 |
| median | 19.2 |
| Q3 | 25.06666667 |
| 95-th percentile | 33.24236111 |
| Maximum | 42.275 |
| Range | 47.375 |
| Interquartile range (IQR) | 10.11666667 |
Descriptive statistics
| Standard deviation | 7.386518929 |
|---|---|
| Coefficient of variation (CV) | 0.3686731353 |
| Kurtosis | -0.2869356514 |
| Mean | 20.03541409 |
| Median Absolute Deviation (MAD) | 4.886607143 |
| Skewness | 0.2655169116 |
| Sum | 563636.2692 |
| Variance | 54.5606619 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 17.5 | 56 | 0.2% | |
| 16 | 52 | 0.2% | |
| 16.3 | 51 | 0.2% | |
| 18.2 | 50 | 0.2% | |
| 15.4 | 50 | 0.2% | |
| 21.1 | 49 | 0.2% | |
| 17 | 49 | 0.2% | |
| 19 | 49 | 0.2% | |
| 18.8 | 49 | 0.2% | |
| 16.1 | 48 | 0.2% | |
| 16.5 | 47 | 0.2% | |
| 18 | 47 | 0.2% | |
| 16.8 | 46 | 0.2% | |
| 15 | 46 | 0.2% | |
| 18.5 | 46 | 0.2% | |
| 17.7 | 45 | 0.2% | |
| 19.3 | 45 | 0.2% | |
| 20.3 | 45 | 0.2% | |
| 14.5 | 44 | 0.2% | |
| 17.8 | 44 | 0.2% | |
| 16.6 | 43 | 0.2% | |
| 16.4 | 43 | 0.2% | |
| 17.4 | 42 | 0.1% | |
| 14.9 | 42 | 0.1% | |
| 21 | 42 | 0.1% | |
| Other values (10775) | 26962 | 95.8% |
| Value | Count | Frequency (%) | |
| -5.1 | 1 | < 0.1% | |
| -4.391666667 | 1 | < 0.1% | |
| -4.2 | 1 | < 0.1% | |
| -3.683333333 | 1 | < 0.1% | |
| -3.05 | 1 | < 0.1% | |
| -2.975 | 1 | < 0.1% | |
| -2.266666667 | 1 | < 0.1% | |
| -1.558333333 | 1 | < 0.1% | |
| -0.9 | 1 | < 0.1% | |
| -0.85 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 42.275 | 1 | < 0.1% | |
| 42.18 | 1 | < 0.1% | |
| 42.1 | 1 | < 0.1% | |
| 41.98 | 1 | < 0.1% | |
| 41.83333333 | 1 | < 0.1% | |
| 41.825 | 1 | < 0.1% | |
| 41.58333333 | 1 | < 0.1% | |
| 41.4 | 2 | < 0.1% | |
| 41.32 | 1 | < 0.1% | |
| 41.075 | 1 | < 0.1% |
| Distinct | 21636 |
|---|---|
| Distinct (%) | 85.1% |
| Missing | 2705 |
| Missing (%) | 9.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.058930361 |
|---|---|
| Minimum | 0 |
| Maximum | 9.40452019 |
| Zeros | 58 |
| Zeros (%) | 0.2% |
| Memory size | 439.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.4509249753 |
| Q1 | 1.158375297 |
| median | 1.790969751 |
| Q3 | 2.626785107 |
| 95-th percentile | 4.68598975 |
| Maximum | 9.40452019 |
| Range | 9.40452019 |
| Interquartile range (IQR) | 1.468409811 |
Descriptive statistics
| Standard deviation | 1.28441385 |
|---|---|
| Coefficient of variation (CV) | 0.6238257854 |
| Kurtosis | 1.660507931 |
| Mean | 2.058930361 |
| Median Absolute Deviation (MAD) | 0.7106920092 |
| Skewness | 1.186150721 |
| Sum | 52352.42229 |
| Variance | 1.649718937 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0.3535533906 | 88 | 0.3% | |
| 0.7071067812 | 79 | 0.3% | |
| 0 | 58 | 0.2% | |
| 1.060660172 | 56 | 0.2% | |
| 0.07071067812 | 50 | 0.2% | |
| 1.414213562 | 46 | 0.2% | |
| 0.4242640687 | 41 | 0.1% | |
| 0.7778174593 | 38 | 0.1% | |
| 0.1414213562 | 37 | 0.1% | |
| 0.2828427125 | 37 | 0.1% | |
| 0.1414213562 | 30 | 0.1% | |
| 0.2121320344 | 28 | 0.1% | |
| 1.767766953 | 27 | 0.1% | |
| 0.2121320344 | 27 | 0.1% | |
| 0.6363961031 | 26 | 0.1% | |
| 0.2121320344 | 24 | 0.1% | |
| 0.9899494937 | 23 | 0.1% | |
| 3.181980515 | 22 | 0.1% | |
| 1.343502884 | 21 | 0.1% | |
| 1.13137085 | 20 | 0.1% | |
| 0.07071067812 | 20 | 0.1% | |
| 0.5656854249 | 20 | 0.1% | |
| 0.4949747468 | 20 | 0.1% | |
| 0.2828427125 | 19 | 0.1% | |
| 0.5656854249 | 18 | 0.1% | |
| Other values (21611) | 24552 | 87.3% | |
| (Missing) | 2705 | 9.6% |
| Value | Count | Frequency (%) | |
| 0 | 58 | 0.2% | |
| 0.03535533906 | 1 | < 0.1% | |
| 0.03535533906 | 2 | < 0.1% | |
| 0.04040610178 | 1 | < 0.1% | |
| 0.04714045208 | 1 | < 0.1% | |
| 0.05 | 1 | < 0.1% | |
| 0.05773502692 | 1 | < 0.1% | |
| 0.05773502692 | 1 | < 0.1% | |
| 0.05773502692 | 3 | < 0.1% | |
| 0.05773502692 | 3 | < 0.1% |
| Value | Count | Frequency (%) | |
| 9.40452019 | 1 | < 0.1% | |
| 9.238145557 | 1 | < 0.1% | |
| 8.980256121 | 1 | < 0.1% | |
| 8.980256121 | 1 | < 0.1% | |
| 8.909545443 | 1 | < 0.1% | |
| 8.909545443 | 1 | < 0.1% | |
| 8.727112925 | 1 | < 0.1% | |
| 8.662274528 | 1 | < 0.1% | |
| 8.492349498 | 1 | < 0.1% | |
| 8.470143643 | 1 | < 0.1% |
| Distinct | 2442 |
|---|---|
| Distinct (%) | 8.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17.67816188 |
|---|---|
| Minimum | -7.9 |
| Maximum | 41.5 |
| Zeros | 10 |
| Zeros (%) | < 0.1% |
| Memory size | 439.6 KiB |
Quantile statistics
| Minimum | -7.9 |
|---|---|
| 5-th percentile | 5.3 |
| Q1 | 12.4 |
| median | 17 |
| Q3 | 22.9 |
| 95-th percentile | 31.5 |
| Maximum | 41.5 |
| Range | 49.4 |
| Interquartile range (IQR) | 10.5 |
Descriptive statistics
| Standard deviation | 7.845268846 |
|---|---|
| Coefficient of variation (CV) | 0.4437830641 |
| Kurtosis | -0.2313347827 |
| Mean | 17.67816188 |
| Median Absolute Deviation (MAD) | 5.2 |
| Skewness | 0.1927046287 |
| Sum | 497322.05 |
| Variance | 61.54824326 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 16.5 | 162 | 0.6% | |
| 16 | 151 | 0.5% | |
| 17.4 | 150 | 0.5% | |
| 15 | 147 | 0.5% | |
| 15.4 | 144 | 0.5% | |
| 13.4 | 144 | 0.5% | |
| 15.8 | 143 | 0.5% | |
| 15.5 | 142 | 0.5% | |
| 14 | 140 | 0.5% | |
| 14.8 | 139 | 0.5% | |
| 16.2 | 138 | 0.5% | |
| 16.4 | 136 | 0.5% | |
| 12.9 | 135 | 0.5% | |
| 16.1 | 135 | 0.5% | |
| 13.5 | 134 | 0.5% | |
| 15.2 | 134 | 0.5% | |
| 17.6 | 134 | 0.5% | |
| 16.6 | 134 | 0.5% | |
| 15.3 | 134 | 0.5% | |
| 17.3 | 133 | 0.5% | |
| 15.6 | 133 | 0.5% | |
| 14.6 | 132 | 0.5% | |
| 17.1 | 131 | 0.5% | |
| 16.7 | 131 | 0.5% | |
| 18.3 | 131 | 0.5% | |
| Other values (2417) | 24665 | 87.7% |
| Value | Count | Frequency (%) | |
| -7.9 | 1 | < 0.1% | |
| -6.7 | 2 | < 0.1% | |
| -5.3 | 1 | < 0.1% | |
| -5.2 | 2 | < 0.1% | |
| -5.1 | 1 | < 0.1% | |
| -5 | 1 | < 0.1% | |
| -4.7 | 2 | < 0.1% | |
| -4.583333333 | 1 | < 0.1% | |
| -4.4 | 1 | < 0.1% | |
| -4.383333333 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 41.5 | 1 | < 0.1% | |
| 40.8 | 1 | < 0.1% | |
| 40.7 | 2 | < 0.1% | |
| 40.6 | 1 | < 0.1% | |
| 40.3 | 1 | < 0.1% | |
| 40.2 | 1 | < 0.1% | |
| 40 | 3 | < 0.1% | |
| 39.9 | 5 | < 0.1% | |
| 39.8 | 1 | < 0.1% | |
| 39.7 | 3 | < 0.1% |
| Distinct | 2370 |
|---|---|
| Distinct (%) | 8.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 21.90244206 |
|---|---|
| Minimum | -5.1 |
| Maximum | 44.7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 439.6 KiB |
Quantile statistics
| Minimum | -5.1 |
|---|---|
| 5-th percentile | 10.5 |
| Q1 | 16.6 |
| median | 21 |
| Q3 | 27.1 |
| 95-th percentile | 35.4 |
| Maximum | 44.7 |
| Range | 49.8 |
| Interquartile range (IQR) | 10.5 |
Descriptive statistics
| Standard deviation | 7.53006637 |
|---|---|
| Coefficient of variation (CV) | 0.34380031 |
| Kurtosis | -0.3487820875 |
| Mean | 21.90244206 |
| Median Absolute Deviation (MAD) | 5.1 |
| Skewness | 0.2661881113 |
| Sum | 616159.5 |
| Variance | 56.70189954 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 19.2 | 162 | 0.6% | |
| 18.1 | 157 | 0.6% | |
| 18.7 | 154 | 0.5% | |
| 19 | 152 | 0.5% | |
| 18.5 | 151 | 0.5% | |
| 18.3 | 149 | 0.5% | |
| 21 | 148 | 0.5% | |
| 17.6 | 148 | 0.5% | |
| 18.8 | 146 | 0.5% | |
| 16.6 | 145 | 0.5% | |
| 17.8 | 145 | 0.5% | |
| 18.6 | 144 | 0.5% | |
| 17 | 143 | 0.5% | |
| 17.3 | 141 | 0.5% | |
| 18 | 140 | 0.5% | |
| 17.5 | 140 | 0.5% | |
| 16.1 | 138 | 0.5% | |
| 19.4 | 137 | 0.5% | |
| 21.8 | 137 | 0.5% | |
| 19.3 | 136 | 0.5% | |
| 20.8 | 136 | 0.5% | |
| 19.9 | 136 | 0.5% | |
| 17.4 | 135 | 0.5% | |
| 16.9 | 135 | 0.5% | |
| 16.4 | 134 | 0.5% | |
| Other values (2345) | 24543 | 87.2% |
| Value | Count | Frequency (%) | |
| -5.1 | 1 | < 0.1% | |
| -4.2 | 1 | < 0.1% | |
| -4.2 | 1 | < 0.1% | |
| -3.3 | 1 | < 0.1% | |
| -2.4 | 1 | < 0.1% | |
| -1.5 | 1 | < 0.1% | |
| -0.6 | 1 | < 0.1% | |
| -0.3 | 1 | < 0.1% | |
| 0.3 | 2 | < 0.1% | |
| 0.4 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 44.7 | 1 | < 0.1% | |
| 43.9 | 3 | < 0.1% | |
| 43.8 | 1 | < 0.1% | |
| 43.5 | 2 | < 0.1% | |
| 43.3 | 1 | < 0.1% | |
| 43.2 | 2 | < 0.1% | |
| 43 | 2 | < 0.1% | |
| 42.9 | 1 | < 0.1% | |
| 42.7 | 2 | < 0.1% | |
| 42.6 | 2 | < 0.1% |
| Distinct | 19 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 439.6 KiB |
| CL | |
|---|---|
| AN | |
| CM | |
| GA | |
| CT | |
| Other values (14) |
| Value | Count | Frequency (%) | |
| CL | 4869 | 17.3% | |
| AN | 4328 | 15.4% | |
| CM | 2705 | 9.6% | |
| GA | 2164 | 7.7% | |
| CT | 2164 | 7.7% | |
| PV | 1623 | 5.8% | |
| VC | 1623 | 5.8% | |
| AR | 1623 | 5.8% | |
| CN | 1082 | 3.8% | |
| EX | 1082 | 3.8% | |
| IB | 541 | 1.9% | |
| MC | 541 | 1.9% | |
| MD | 541 | 1.9% | |
| RI | 541 | 1.9% | |
| NC | 541 | 1.9% | |
| ML | 541 | 1.9% | |
| CB | 541 | 1.9% | |
| AS | 541 | 1.9% | |
| CE | 541 | 1.9% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Most occurring characters
| Value | Count | Frequency (%) | |
| C | 14607 | 26.0% | |
| A | 8656 | 15.4% | |
| N | 5951 | 10.6% | |
| L | 5410 | 9.6% | |
| M | 4328 | 7.7% | |
| V | 3246 | 5.8% | |
| T | 2164 | 3.8% | |
| G | 2164 | 3.8% | |
| R | 2164 | 3.8% | |
| E | 1623 | 2.9% | |
| P | 1623 | 2.9% | |
| X | 1082 | 1.9% | |
| I | 1082 | 1.9% | |
| B | 1082 | 1.9% | |
| D | 541 | 1.0% | |
| S | 541 | 1.0% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Uppercase Letter | 56264 | 100.0% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| C | 14607 | 26.0% | |
| A | 8656 | 15.4% | |
| N | 5951 | 10.6% | |
| L | 5410 | 9.6% | |
| M | 4328 | 7.7% | |
| V | 3246 | 5.8% | |
| T | 2164 | 3.8% | |
| G | 2164 | 3.8% | |
| R | 2164 | 3.8% | |
| E | 1623 | 2.9% | |
| P | 1623 | 2.9% | |
| X | 1082 | 1.9% | |
| I | 1082 | 1.9% | |
| B | 1082 | 1.9% | |
| D | 541 | 1.0% | |
| S | 541 | 1.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 56264 | 100.0% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| C | 14607 | 26.0% | |
| A | 8656 | 15.4% | |
| N | 5951 | 10.6% | |
| L | 5410 | 9.6% | |
| M | 4328 | 7.7% | |
| V | 3246 | 5.8% | |
| T | 2164 | 3.8% | |
| G | 2164 | 3.8% | |
| R | 2164 | 3.8% | |
| E | 1623 | 2.9% | |
| P | 1623 | 2.9% | |
| X | 1082 | 1.9% | |
| I | 1082 | 1.9% | |
| B | 1082 | 1.9% | |
| D | 541 | 1.0% | |
| S | 541 | 1.0% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 56264 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| C | 14607 | 26.0% | |
| A | 8656 | 15.4% | |
| N | 5951 | 10.6% | |
| L | 5410 | 9.6% | |
| M | 4328 | 7.7% | |
| V | 3246 | 5.8% | |
| T | 2164 | 3.8% | |
| G | 2164 | 3.8% | |
| R | 2164 | 3.8% | |
| E | 1623 | 2.9% | |
| P | 1623 | 2.9% | |
| X | 1082 | 1.9% | |
| I | 1082 | 1.9% | |
| B | 1082 | 1.9% | |
| D | 541 | 1.0% | |
| S | 541 | 1.0% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| fecha | Code provincia alpha | value__tmed__mean | value__tmed__std | value__tmed__min | value__tmed__max | value__prec__sum | value__prec__mean | value__prec__std | value__prec__min | value__prec__max | value__tmin__mean | value__tmin__std | value__tmin__min | value__tmin__max | value__tmax__mean | value__tmax__std | value__tmax__min | value__tmax__max | Code comunidad autónoma alpha | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2020-01-01 | A | 9.525 | 0.970824 | 8.2 | 10.3 | 0.4 | 0.10 | 0.200000 | 0.0 | 0.4 | 3.125 | 2.151550 | 0.2 | 5.1 | 15.900000 | 0.454606 | 15.3 | 16.3 | VC |
| 1 | 2020-01-02 | A | 8.650 | 2.853653 | 4.4 | 10.4 | 0.2 | 0.05 | 0.100000 | 0.0 | 0.2 | 4.175 | 2.005617 | 1.3 | 5.6 | 13.200000 | 3.918333 | 7.6 | 16.6 | VC |
| 2 | 2020-01-03 | A | 9.200 | 0.365148 | 8.8 | 9.6 | 0.0 | 0.00 | 0.000000 | 0.0 | 0.0 | 1.725 | 1.552149 | -0.6 | 2.6 | 16.650000 | 1.144552 | 15.5 | 18.2 | VC |
| 3 | 2020-01-04 | A | 9.725 | 1.820943 | 7.0 | 10.8 | 0.0 | 0.00 | 0.000000 | 0.0 | 0.0 | 3.750 | 2.817209 | -0.3 | 5.9 | 15.650000 | 1.147461 | 14.2 | 17.0 | VC |
| 4 | 2020-01-05 | A | 9.750 | 1.586401 | 7.4 | 10.8 | 0.2 | 0.05 | 0.100000 | 0.0 | 0.2 | 2.400 | 2.736177 | -1.3 | 5.1 | 17.150000 | 1.100000 | 16.2 | 18.2 | VC |
| 5 | 2020-01-06 | A | 9.000 | 0.905539 | 7.8 | 10.0 | 0.0 | 0.00 | 0.000000 | 0.0 | 0.0 | 1.825 | 2.002290 | -1.1 | 3.3 | 16.125000 | 0.618466 | 15.3 | 16.6 | VC |
| 6 | 2020-01-07 | A | 9.450 | 1.279323 | 7.6 | 10.4 | 0.0 | 0.00 | 0.000000 | 0.0 | 0.0 | 2.700 | 2.677063 | -1.2 | 4.9 | 16.225000 | 0.788987 | 15.5 | 17.3 | VC |
| 7 | 2020-01-08 | A | 8.375 | 0.953502 | 7.1 | 9.4 | 0.2 | 0.05 | 0.100000 | 0.0 | 0.2 | 1.550 | 1.725302 | -1.0 | 2.7 | 15.175000 | 0.732006 | 14.6 | 16.2 | VC |
| 8 | 2020-01-09 | A | 10.425 | 1.367175 | 8.4 | 11.4 | 0.0 | 0.00 | 0.000000 | 0.0 | 0.0 | 4.600 | 1.585350 | 2.3 | 5.7 | 16.225000 | 1.297112 | 14.4 | 17.2 | VC |
| 9 | 2020-01-10 | A | 9.500 | 1.852026 | 7.4 | 10.9 | 12.9 | 4.30 | 7.361386 | 0.0 | 12.8 | 3.900 | 2.253886 | 1.3 | 5.3 | 15.133333 | 1.601041 | 13.5 | 16.7 | VC |
Last rows
| fecha | Code provincia alpha | value__tmed__mean | value__tmed__std | value__tmed__min | value__tmed__max | value__prec__sum | value__prec__mean | value__prec__std | value__prec__min | value__prec__max | value__tmin__mean | value__tmin__std | value__tmin__min | value__tmin__max | value__tmax__mean | value__tmax__std | value__tmax__min | value__tmax__max | Code comunidad autónoma alpha | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28122 | 2021-06-15 | ZA | 23.600000 | 1.732051 | 21.6 | 24.6 | 40.8 | 13.600000 | 9.985990 | 6.4 | 25.0 | 14.233333 | 2.706166 | 11.2 | 16.4 | 32.933333 | 1.106044 | 31.9 | 34.1 | CL |
| 28123 | 2021-06-16 | ZA | 20.833333 | 1.401190 | 19.4 | 22.2 | 1.8 | 0.600000 | 0.529150 | 0.2 | 1.2 | 14.033333 | 2.302897 | 11.5 | 16.0 | 27.633333 | 0.585947 | 27.2 | 28.3 | CL |
| 28124 | 2021-06-17 | ZA | 16.466667 | 2.203028 | 14.2 | 18.6 | 24.8 | 8.266667 | 8.619358 | 1.6 | 18.0 | 12.400000 | 2.463737 | 9.8 | 14.7 | 20.600000 | 1.951922 | 18.7 | 22.6 | CL |
| 28125 | 2021-06-18 | ZA | 16.433333 | 1.607275 | 14.6 | 17.6 | 22.8 | 7.600000 | 3.417601 | 4.4 | 11.2 | 11.166667 | 1.908752 | 9.0 | 12.6 | 21.700000 | 1.307670 | 20.2 | 22.6 | CL |
| 28126 | 2021-06-19 | ZA | 14.733333 | 2.274496 | 12.2 | 16.6 | 13.4 | 4.466667 | 0.503322 | 4.0 | 5.0 | 8.433333 | 2.853653 | 5.2 | 10.6 | 21.100000 | 1.670329 | 19.3 | 22.6 | CL |
| 28127 | 2021-06-20 | ZA | 14.233333 | 1.871719 | 12.1 | 15.6 | 6.2 | 2.066667 | 3.061590 | 0.2 | 5.6 | 10.266667 | 0.945163 | 9.2 | 11.0 | 18.200000 | 2.858321 | 15.0 | 20.5 | CL |
| 28128 | 2021-06-21 | ZA | 14.850000 | 1.202082 | 14.0 | 15.7 | 0.0 | 0.000000 | 0.000000 | 0.0 | 0.0 | 10.400000 | 1.414214 | 9.4 | 11.4 | 19.250000 | 1.060660 | 18.5 | 20.0 | CL |
| 28129 | 2021-06-22 | ZA | 16.533333 | 1.501111 | 15.0 | 18.0 | 0.4 | 0.133333 | 0.230940 | 0.0 | 0.4 | 11.233333 | 1.955335 | 9.2 | 13.1 | 21.733333 | 1.050397 | 20.7 | 22.8 | CL |
| 28130 | 2021-06-23 | ZA | 15.833333 | 0.802081 | 15.0 | 16.6 | 0.0 | 0.000000 | 0.000000 | 0.0 | 0.0 | 9.400000 | 0.781025 | 8.5 | 9.9 | 22.300000 | 0.964365 | 21.6 | 23.4 | CL |
| 28131 | 2021-06-24 | ZA | 16.666667 | 1.692139 | 14.8 | 18.1 | 0.0 | 0.000000 | 0.000000 | 0.0 | 0.0 | 7.400000 | 2.778489 | 4.2 | 9.2 | 25.966667 | 0.896289 | 25.4 | 27.0 | CL |